Songül Varli

24 papers C 3Journal 10Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Single Detect Focused YOLO Framework for Robust Mitotic Figure Detection.
CoRR
Yasemin Topuz, M. Taha Gökcan, Serdar Yildiz, Songül Varli
2025 J jnl
TRCaptionNet++: A high-performance encoder-decoder based deep Turkish image captioning model fine-tuned with a large-scale set of pretrain data.
Turkish J. Electr. Eng. Comput. Sci.
Serdar Yildiz, Abbas Memis, Songül Varli
2024 C conf
A Comparative Analysis of Loss Functions in Segmentation of Medical Images with Highly Imbalanced Class Distribution: An Experimental Study for Deep Nuclei Segmentation.
INISTA
Serdar Yildiz, Abbas Memis, Songül Varli
2024 J jnl
Datasets and methods of product recognition on grocery shelf images using computer vision and machine learning approaches: An exhaustive literature review.
Eng. Appl. Artif. Intell.
Ceren Gulra Melek, Elena Battini Sönmez, Songül Varli
2024 C conf
Epidermis Segmentation in Melanoma Whole Slide Images: A Comparative Analysis of Deep Learning Architectures.
INISTA
M. Taha Gökcan, Yasemin Topuz, Songül Varli
2024 — conf
Segmentation of Cell Nuclei in Histology Images with Vision Transformer Based U-Net Models.
SIU
Serdar Yildiz, Abbas Memis, Songül Varli
2024 — conf
Semantic and Instance Segmentation of Multi-organ Cell Nuclei Using Deep Learning Based Methods.
SIU
Serdar Yildiz, Abbas Memis, Songül Varli
2024 — conf
Turkish Image Captioning with Vision Transformer Based Encoders and Text Decoders.
SIU
Serdar Yildiz, Abbas Memis, Songül Varli
2023 — conf
Reidentifying soccer players in broadcast videos using Body Feature Alignment Based on Pose.
CNIOT
Sara Akan, Songül Varli
2023 — conf
Size-based Adaptive Instance Pruning for Refined Segmentation of Cell Nuclei in Histology Images.
SIU
Serdar Yildiz, Abbas Memis, Songül Varli
2023 J jnl
TRCaptionNet: A novel and accurate deep Turkish image captioning model with vision transformer based image encoders and deep linguistic text decoders.
Turkish J. Electr. Eng. Comput. Sci.
Serdar Yildiz, Abbas Memis, Songül Varli
2023 J jnl
Use of deep learning in soccer videos analysis: survey.
Multim. Syst.
Sara Akan, Songül Varli
2022 J jnl
A turnaround control system to automatically detect and monitor the time stamps of ground service actions in airports: A deep learning and computer vision based approach.
Eng. Appl. Artif. Intell.
Serdar Yildiz, Onur Aydemir, Abbas Memis, Songül Varli
2022 J jnl
Image based quantification of the proximal femur shape deformities in 3D by using the contralateral healthy shape structure: A preliminary study.
Biomed. Signal Process. Control.
Abbas Memis, Songül Varli, Fuat Bilgili
2022 — conf
Semantic Segmentation with the Mixup Data Augmentation Method.
SIU
Saadet Aytaç Arpaci, Songül Varli
2021 J jnl
A novel approach for computerized quantitative image analysis of proximal femur bone shape deformities based on the hip joint symmetry.
Artif. Intell. Medicine
Abbas Memis, Songül Varli, Fuat Bilgili
2021 C conf
Automatic Classification of the Waldenstrom Stages of Legg-Calve-Perthes Disease from the 2D Total Proximal Femur Shape Deformity.
INISTA
Abbas Memis, Songül Varli, Fuat Bilgili
2021 — conf
EncU-Net: A Modified U-Net for Dermoscopic Image Segmentation.
SIU
Saadet Aytaç Arpaci, Songül Varli
2021 — conf
Random Point Sub-sampling in Rigid Registration of 2D Proximal Femur Surfaces.
SIU
Abbas Memis, Songül Varli, Fuat Bilgili
2020 — conf
Customer Churn Analysis.
SIU
Serdar Yildiz, Onur Aydemir, Iskender Yilmaz, Ayhan Say, Songül Varli
2020 — conf
Femoral Head Segmentation with Convolutional Neural Networks in MR Imaging Slices of the Patients with Legg-Calve-Perthes Disease.
SIU
Abbas Memis, Songül Varli, Fuat Bilgili
2020 — conf
Retinal Vessel Segmentation with Differentiated U-Net Network.
SIU
Saadet Aytaç Arpaci, Songül Varli
2020 J jnl
Semantic segmentation of the multiform proximal femur and femoral head bones with the deep convolutional neural networks in low quality MRI sections acquired in different MRI protocols.
Comput. Medical Imaging Graph.
Abbas Memis, Songül Varli, Fuat Bilgili
2019 J jnl
Computerized 2D detection of the multiform femoral heads in magnetic resonance imaging (MRI) sections with the integro-differential operator.
Biomed. Signal Process. Control.
Abbas Memis, Songül Varli, Fuat Bilgili